Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790000430

The MH-36 locality cells most similar to this Jalna cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.044

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000634

distance 0.044

#2 · Jalnacell 4790000564

distance 0.066

#3 · Jalnacell 4790000639

distance 0.078

#4 · Jalnacell 4790000498

distance 0.082

#5 · Jalnacell 4790000786

distance 0.082

#6 · Jalnacell 4790001356

distance 0.082

#7 · Jalnacell 4790000431

distance 0.085

#8 · Jalnacell 4790000385

distance 0.087

#9 · Jalnacell 4790000497

distance 0.088

#10 · Jalnacell 4790000312

distance 0.088

#11 · Jalnacell 4790000499

distance 0.089

#12 · Jalnacell 4790001141

distance 0.093

#13 · Jalnacell 4790000845

distance 0.093

#14 · Jalnacell 4790000317

distance 0.094

#15 · Jalnacell 4790000571

distance 0.097

#16 · Jalnacell 4790000569

distance 0.097

#17 · Jalnacell 4790000856

distance 0.098

#18 · Jalnacell 4790001983

distance 0.099

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":479,"cluster_id":4790000430}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.